Single Sensor Emitter Localization Based on TOA Sequence With Inter-Pulse Modulation

Based on the periodicity of pulse trains, a stationary emitter can be located by a single moving sensor. This method requires neither a complex antenna array nor synchronization between sensors, and provides certain advantages over some traditional passive localization methods. In this paper, we propose a single sensor localization method using time of arrival (TOA) sequence with inter-pulse modulation, which is a common issue in reality. We firstly model the localization problem as a nonlinear least-square (NLS) problem from the perspective of maximum likelihood (ML) estimation. Then we transform this NLS problem into a smaller scale one. Finally, an iterative estimation algorithm is utilized to estimate the position of emitter and the precise modulation parameters of pulse trains. Simulation results show that the proposed method can achieve good estimation accuracy and outperforms conventional methods.

[1]  K. C. Ho,et al.  Geolocation of a known altitude object from TDOA and FDOA measurements , 1997, IEEE Transactions on Aerospace and Electronic Systems.

[2]  Christian Steffes,et al.  Direct single sensor TDOA localization using signal structure information , 2015, 2015 18th International Conference on Information Fusion (Fusion).

[3]  François Quitin,et al.  Periodic RF transmitter geolocation using a mobile receiver , 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[4]  W. Marsden I and J , 2012 .

[5]  François Quitin,et al.  RF transmitter geolocation based on signal periodicity: Concept and implementation , 2015, 2015 IEEE International Conference on Communications (ICC).

[6]  Anthony J. Weiss,et al.  Single Receiver Emitter Geolocation Based on Signal Periodicity With Oscillator Instability , 2014, IEEE Transactions on Signal Processing.

[7]  Zhen Huang,et al.  A single sensor passive localization algorithm using second difference of time delay , 2017, 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

[8]  Yang Liu,et al.  Source localization using a moving receiver and noisy TOA measurements , 2016, Signal Process..

[9]  Zhen Huang,et al.  A passive localization method of single satellite using TOA sequence , 2016, 2016 2nd IEEE International Conference on Computer and Communications (ICCC).

[10]  Steven Kay,et al.  Fundamentals Of Statistical Signal Processing , 2001 .

[11]  Anthony J. Weiss,et al.  Single Sensor Path Design for Best Emitter Localization via Convex Optimization , 2017, IEEE Transactions on Wireless Communications.

[12]  Qun Wan,et al.  Emitter source localization using time-of-arrival measurements from single moving receiver , 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).